wwydmanski
Researcher @ UJ, looking into ML applications in biotechnology
Małopolska Centre of Biotechnology UJCracow, Poland
Pinned Repositories
gisaid-scrapper
Scrapping tool for GISAID data regarding SARS-CoV-2
polish-microbiome-project
drilling-the-hole
Winning solution for Bosch Rexroth's "WE MOVE. YOU WIN" contest on HackYeah 2019.
cosine-dim-reduct
Notebooks and pytorch models for "Cosine similarity preserving dimensionality reduction of dense embedding vectors" talk at ISMB 2022
gender-extractor
A tool that tries to guess the gender of a person given a name.
hypertab
Code for "HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets"
molecular-optimization
A transformer-based molecular optimization framework. Optimize any molecule using an arbitrary scoring function while maintaining its integrity and purpose.
RLinWiFi
Code for "Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning" article published at WCNC 2021.
wwydmanski's Repositories
wwydmanski/biom-format
The Biological Observation Matrix (BIOM) Format Project
wwydmanski/BisReadMapper
wwydmanski/data_visualisation
Collective repo for my data vis projects
wwydmanski/DDPG-arm-reacher
Implementation of Deep Deterministic Policy Gradient algorithm in Unity environment
wwydmanski/DDPG_pytorch
Deep Deterministic Policy Gradient implementation in pytorch, adjusted to Unity environments
wwydmanski/DeepUnityBananer
Using Deep Q-Network to collect bananas in unity environment - part of Udacity course
wwydmanski/devicehive-video-analysis
wwydmanski/InfiniFeatureSelection
Feature selector inspired by "Generalized Distributed Monte Carlo Feature Selection for high dimensional problems." by Łukasz Król
wwydmanski/IO-ships
Coursework, focusing on technical aspects
wwydmanski/Journey-planner
wwydmanski/js-shooter
Horror-style shooter with physics in javascript
wwydmanski/LadyWithATriangle
Recreating Mona Lisa with 50 shapes
wwydmanski/lerni
Modern CMS for schools.
wwydmanski/Neural-network
Neural network playground
wwydmanski/nn-pipeline
Abstract neural network general purpose (not so much right now) pipeline
wwydmanski/nn_helpers
Collection of various nn helpers
wwydmanski/NotFace
Face recognision project, right now limited to basic face extraction
wwydmanski/python_tools_on_github
Some useful bioinformatics / phylogenetics python code that I've written and sometimes even use
wwydmanski/RL_playground
My playground for RL algorithms
wwydmanski/rl_tennis
Two agents cooperating to avoid loosing the ball, using Deep Deterministic Policy Gradient in Unity environment
wwydmanski/tensorflow
Computation using data flow graphs for scalable machine learning
wwydmanski/Travelling-salesman-evolution-algo
wwydmanski/visualstudio-docs.pl-pl
VSDocs Public Repo
wwydmanski/Weapon-Detector